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Andreas S. Tolias

Baylor College of Medicine, Rice University

Flexible Few-Shot Learning with Contextual Similarity

Dec 10, 2020
Mengye Ren, Eleni Triantafillou, Kuan-Chieh Wang, James Lucas, Jake Snell, Xaq Pitkow, Andreas S. Tolias, Richard Zemel

* Technical report, 29 pages 

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Factorized Neural Processes for Neural Processes: $K$-Shot Prediction of Neural Responses

Oct 22, 2020
R. James Cotton, Fabian H. Sinz, Andreas S. Tolias

* 14 pages, 5 figures, NeurIPS 2020 conference paper 

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Learning From Brains How to Regularize Machines

Nov 11, 2019
Zhe Li, Wieland Brendel, Edgar Y. Walker, Erick Cobos, Taliah Muhammad, Jacob Reimer, Matthias Bethge, Fabian H. Sinz, Xaq Pitkow, Andreas S. Tolias

* 14 pages, 7 figures, NeurIPS 2019 

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Three scenarios for continual learning

Apr 15, 2019
Gido M. van de Ven, Andreas S. Tolias

* Extended version of work presented at the NeurIPS Continual Learning workshop (2018); 18 pages, 5 figures, 6 tables. arXiv admin note: substantial text overlap with arXiv:1809.10635 

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Generative replay with feedback connections as a general strategy for continual learning

Sep 27, 2018
Gido M. van de Ven, Andreas S. Tolias

* 17 pages, 8 figures, 5 tables 

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A rotation-equivariant convolutional neural network model of primary visual cortex

Sep 27, 2018
Alexander S. Ecker, Fabian H. Sinz, Emmanouil Froudarakis, Paul G. Fahey, Santiago A. Cadena, Edgar Y. Walker, Erick Cobos, Jacob Reimer, Andreas S. Tolias, Matthias Bethge

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